Practitioner’s Guide to Statistical Tests
CoreML team at VK
If you want to learn how to choose the right statistical test from the many available and run it on your own data you can find the answer at this article.
The two most essential things in A/B tests are the design of the experiments and accurate analysis of the experiments’ results. In this article, the authors stuck to the most common design and compare various statistical analysis procedures, from the very standard t-test and Mann-Whitney test to state-of-the-art approaches like the reweighted bootstrap.
article: https://medium.com/@vktech/practitioners-guide-to-statistical-tests-ed2d580ef04f
github: https://github.com/marnikitta/stattests
#statistic #ab #tests #vktech
CoreML team at VK
If you want to learn how to choose the right statistical test from the many available and run it on your own data you can find the answer at this article.
The two most essential things in A/B tests are the design of the experiments and accurate analysis of the experiments’ results. In this article, the authors stuck to the most common design and compare various statistical analysis procedures, from the very standard t-test and Mann-Whitney test to state-of-the-art approaches like the reweighted bootstrap.
article: https://medium.com/@vktech/practitioners-guide-to-statistical-tests-ed2d580ef04f
github: https://github.com/marnikitta/stattests
#statistic #ab #tests #vktech
Medium
Practitioner’s Guide to Statistical Tests
Hi, we are Nikita and Daniel from the CoreML team at VK. It’s our job to design and improve recommender systems for friends, music, videos…
Machine Learning
Practitioner’s Guide to Statistical Tests CoreML team at VK If you want to learn how to choose the right statistical test from the many available and run it on your own data you can find the answer at this article. The two most essential things in A/B…
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An Introduction to the Powerful Bayes' Theorem for Data Science Professionals
https://www.analyticsvidhya.com/blog/2019/06/introduction-powerful-bayes-theorem-data-science/
https://www.analyticsvidhya.com/blog/2019/06/introduction-powerful-bayes-theorem-data-science/
Analytics Vidhya
An Introduction to the Powerful Bayes' Theorem for Data Science Professionals
Bayes theorem is a powerful concept of statistics every data science professional should know. Learn what is Bayes theorem and applications of Bayes theorem
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The MAD - Alpha
In statistics, Naïve Bayes classifiers are a family of simple "probabilistic classifiers" based on applying Bayes' theorem with strong independence assumptions between the features. But today let's see, Why they are called Naives. What's the secret behind…
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